DeepCuts: Single-Shot Interpretability based Pruning for BERT

1 code implementation • 27 Dec 2022 • Jasdeep Singh Grover, Bhavesh Gawri, Ruskin Raj Manku

We also analyze our pruning masks and find them to be significantly different from the ones obtained using standard metrics.

Local and Global Context-Based Pairwise Models for Sentence Ordering

1 code implementation • 8 Oct 2021 • Ruskin Raj Manku, Aditya Jyoti Paul

Analysis of the two proposed decoding strategies helps better explain error propagation in pairwise models.

Sentence Sentence Ordering

Malaria Detection and Classificaiton

no code implementations • 29 Nov 2020 • Ruskin Raj Manku, Ayush Sharma, Anand Panchbhai

Malaria is a disease of global concern according to the World Health Organization.